Image based Land Cover Classification for Remote Sensing Applications-A review

被引：2
|
作者：
Manikandan, Mishaa M. [1 ]
Andrushia, A. Diana [1 ]
Neebha, T. Mary [1 ]
机构：
[1] Karunya Inst Technol & Sci, Dept Elect & Commun Engn, Coimbatore, Tamil Nadu, India
来源：
ICSPC'21: 2021 3RD INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND COMMUNICATION (ICPSC) | 2021年
关键词：
land cover classification; remote sensing; image processing; urban development;
D O I：
10.1109/ICSPC51351.2021.9451755
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
Land cover is a material present in the earth surface. It consists of forest, farming land, fertile, infertile lands, desert, water bodies and agricultural areas etc., The basic need for capturing the information of the land cover is to classify the land resources according to their soil, water, climatic condition and to utilize it in the proper manner. Land use gives the knowledge about the uses and the benefits of the land used for man like mining, industrial and cultivation land. The aim of this article is to perform a detailed review of image-based land cover classification with respect to remote sensing applications.
引用
收藏
页码：152 / 155
页数：4
相关论文
共 50 条
  • [1] Review of Land Cover Classification Based on Remote Sensing Data
    Wang, Yi
    He, Ming-Yuan
    Xiang, Jie
    Zhou, Ze-Ming
    PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATION AND SENSOR NETWORKS (WCSN 2016), 2016, 44 : 751 - 756
  • [2] Land Cover Classification Based on PSPNet Using Remote Sensing Image
    Yu, Ge
    Zhang, Xi
    2021 PROCEEDINGS OF THE 40TH CHINESE CONTROL CONFERENCE (CCC), 2021, : 7349 - 7354
  • [3] Land cover classification based on remote sensing data
    He, Ying-Ming
    Wang, Han-Jie
    Zhang, Hong-Feng
    Jiefangjun Ligong Daxue Xuebao/Journal of PLA University of Science and Technology (Natural Science Edition), 2011, 12 (03): : 294 - 300
  • [4] Research on Remote Sensing Image of Land Cover Classification Based on Multiple Classifier Combination
    DAI Lijun1
    2. Graduate University of Chinese Academy of Sciences
    WuhanUniversityJournalofNaturalSciences, 2011, 16 (04) : 363 - 368
  • [5] ICA Based Remote Sensing Image Classification Algorithm and Its Use in Land Use/Cover Classification
    Zeng, Tiaojun
    Wang, Chuanjian
    2016 PROGRESS IN ELECTROMAGNETICS RESEARCH SYMPOSIUM (PIERS), 2016, : 3575 - 3577
  • [6] Review for Deep Learning in Land Use and Land Cover Remote Sensing Classification
    Feng Q.
    Niu B.
    Zhu D.
    Chen B.
    Zhang C.
    Yang J.
    Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery, 2022, 53 (03): : 1 - 17
  • [7] Transfer Learning Models for Land Cover and Land Use Classification in Remote Sensing Image
    Alem, Abebaw
    Kumar, Shailender
    APPLIED ARTIFICIAL INTELLIGENCE, 2022, 36 (01)
  • [8] Radar remote sensing: Land cover classification
    Jaroszewski, S
    Lefevre, R
    1998 IEEE AEROSPACE CONFERENCE PROCEEDINGS, VOL. 3, 1998, : 373 - 378
  • [9] Remote Sensing Image Classification: A Comprehensive Review and Applications
    Mehmood, Maryam
    Shahzad, Ahsan
    Zafar, Bushra
    Shabbir, Amsa
    Ali, Nouman
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2022, 2022
  • [10] Image fusion of radar and optical remote sensing data for land cover classification
    Nsaibi, Maher
    Chaabane, Ferdaous
    2008 3RD INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGIES: FROM THEORY TO APPLICATIONS, VOLS 1-5, 2008, : 764 - 767
12345